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Model Cards for Reporting Model Performance
FAT Oral & Poster
Andrew Zaldivar, Margaret Mitchell, Simone Wu, Parker Barnes, Lucy Vasserman, Ben Hutchinson, Elena Spitzer, Timnit Gebru, Inioluwa Deborah Raji


Zaldivar, A. et al. (2018). Model Cards for Reporting Model Performance [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Andrew_Zaldivar.pdf
Learning How to Plan for Multi-Step Manipulationin Collaborative Robotics
Robotics Oral & Poster
Claudia Pérez D'Arpino, Julie A. Shah


Pérez D'Arpino, C. et al. (2018). Learning How to Plan for Multi-Step Manipulationin Collaborative Robotics [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Claudia_Perez.pdf
Detecting higher order variable interactions: A spectral analysis approach
Machine Learning Methods Oral & Poster
David Uminsky, Rosa Garza, Lillian González Albino, Sylvia Akueze Nwakanma, Stephen Devlin.Mario Banuelos


Uminsky, D. et al. (2018). Detecting higher order variable interactions: A spectral analysis approach [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_David_Uminsky.pdf
CARER: Contextualized Affect Representations for Emotion Recognition
Natural Language Processing Oral & Poster
Elvis Saravia


Saravia, E. (2018). CARER: Contextualized Affect Representations for Emotion Recognition [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Elvis_Saravia.pdf
Detecting Neuropsychiatric Conditions With Semantic Verbal Fluency
Natural Language Processing Oral & Poster
Felipe Soares Fagundes Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio


Paula, F. S. F. et al. (2018). Detecting Neuropsychiatric Conditions With Semantic Verbal Fluency [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Felipe_Fagundes.pdf
Generating Videos by Traversing Image Manifolds Learned by GANs
Machine Learning Methods Oral & Poster
Isabela Albuquerque, João Monteiro, Tiago Falk


Albuquerque, I. et al. (2018). Generating Videos by Traversing Image Manifolds Learned by GANs [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Isabela_Albuquerque.pdf
Using Deep Convolutional Networks for the Automatic Recognition of MacroInvertebrate in Rivers and Affluents in Panama
Machine Learning Applications Oral & Poster
Javier E. Sanchez-Galan, Carlos Quintero, Fernando Merchán, Aydeé Cornejo


Sanchez-Galan, J. E. et al. (2018). Using Deep Convolutional Networks for the Automatic Recognition of MacroInvertebrate in Rivers and Affluents in Panama [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Javier_Sanchez-Galan.pdf
Support Fuzzy-Set Machines: From Kernels on Fuzzy Sets to Machine Learning Applications
Machine Learning Methods Oral & Poster
Jorge Luis Guevara Diaz


Guevara Diaz, J. L. (2018). Support Fuzzy-Set Machines: From Kernels on Fuzzy Sets to Machine Learning Applications [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Jorge_Guevara.pdf
Predicting Criminal Behaviour with Truncated Lévy Flights Using Real Data From Bogotá
Machine Learning Applications Oral & Poster
Mateo Dulce Rubio


Dulce Rubio, M. (2018). Predicting Criminal Behaviour with Truncated Lévy Flights Using Real Data From Bogotá [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Mateo_Dulce.pdf
TAct: Optimal search through activation function space
Machine Learning Methods Oral & Poster
Mario Banuelos, David Uminsky, Heyley Gatewood, Samuel Hood, Jonathan Scott


Banuelos, M. et al. (2018). TAct: Optimal search through activation function space [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Mario_Banuelos.pdf
A Deep Learning Approach to Sign Language Recognition Using Stacked Sparse Autoencoders
Machine Learning Applications Oral & Poster
Pablo Rivas


Rivas, P. (2018). A Deep Learning Approach to Sign Language Recognition Using Stacked Sparse Autoencoders [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Pablo_Rivas.pdf
Dopamine: A framework for flexible Reinforcement Learning research
Machine Learning Methods Oral & Poster
Pablo Samuel Castro, Subhodeep Moitra, Carles Gelada, Saurabh Kumar, Marc G. Bellemare, Google Brain


Castro, P. S. et al. (2018). Dopamine: A framework for flexible Reinforcement Learning research [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Pablo_Castro.pdf
Hover: A Wearable Object Identification System for Audio Augmented Reality Interactions
Machine Learning Applications Oral & Poster
Pedro Colon-Hernandez, V. Michael Bove


Colon-Hernandez, P. et al. (2018). Hover: A Wearable Object Identification System for Audio Augmented Reality Interactions [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Pedro_ColonHernandez.pdf
Real Non-Volume Preserving Voice Conversion
Natural Language Processing Oral & Poster
Santiago Pascual, Joan Serra, Antonio Bonafonte


Pascual, S. et al. (2018). Real Non-Volume Preserving Voice Conversion [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Santiago_Pascual.pdf
Singing Voice Detection using VGGish Embeddings
Machine Learning Applications Oral & Poster
Shayenne da Luz Moura, Marcelo Queiroz


Moura, S. L. et al. (2018). Singing Voice Detection using VGGish Embeddings [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Shayenne_Moura.pdf
Adversarial Attacks on Variational Autoencoders
Machine Learning Methods Oral & Poster
Pedro Tabacof


Tabacof, P. (2018). Adversarial Attacks on Variational Autoencoders [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Pedro_Tabacof.pdf
Topological Data Analysis to Identify Subgroups of Type-2 Diabetes Mellitus
Machine Learning Applications Oral & Poster
Juan Ramon Vallarta Robledo, David Prieto-Merino


Vallarta Robledo, J. R. et al. (2018). Topological Data Analysis to Identify Subgroups of Type-2 Diabetes Mellitus [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Juan_Vallarta.pdf
An Evaluation Framework for Granger Matrix Extraction via Point Processes
Machine Learning Methods Oral & Poster
Guilherme Resende Borges, Flavio Figueiredo, Pedro O. S. Vaz de Melo, Renato Assunção


Resende Borges, G. et al. (2018). An Evaluation Framework for Granger Matrix Extraction via Point Processes [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --

Poster Presentations

Paper Title

Author Names

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3D Medical Image Segmentation based on 3D Convolutional Neural Networks
Machine Learning Methods Poster
Alejandra Márquez Herrera, Alex Jesús Cuadros Vargas
Márquez Herrera, A. et al. (2018). 3D Medical Image Segmentation based on 3D Convolutional Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Alejandra_Marquez.pdf
Semi-Supervised Classification of Nodes in Graphs via Anonymous Walks Embeddings
Machine Learning Methods Poster
Alfredo Alejandro De la Fuente Briceño, Maxim Panov
De la Fuente Briceño, A. A. et al. (2018). Semi-Supervised Classification of Nodes in Graphs via Anonymous Walks Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/MarquezHerrera_Abstract.pdf
Challenges in Automatic Meme Generation Using Deep Neural Networks
Machine Learning Applications Poster
Albert Manuel Orozco Camacho, Ivan Vladimir Meza Ruiz
Orozco Camacho, A. M. et al. (2018). Challenges in Automatic Meme Generation Using Deep Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Albert_Orozco.pdf
Logical Rule Induction and Theory Learning Using Neural Theorem Proving
Knowledge Representation and Reasoning Poster
Andres Campero, Aldo Pareja, Tim Klinger, Joshua Tenenbaum, Sebastian Riedel
Campero, A. et al. (2018). Logical Rule Induction and Theory Learning Using Neural Theorem Proving [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Andres_Campero.pdf
Denoising Node Embeddings
Machine Learning Methods Poster
Dehua Chen, Tiago Pimentel, Adriano Veloso, Nivio Ziviani
Chen, D. et al. (2018). Denoising Node Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Dehua_Chen.pdf
Multi Domain and Multi Task Deep Reinforcement Learning for Continuous Control
Machine Learning Methods Poster
David Camilo Alvarez Charris, Chenyang Zhao, Timothy Hospedales
Alvarez Charris, D. C. et al. (2018). Multi Domain and Multi Task Deep Reinforcement Learning for Continuous Control [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_David_Alvarez.pdf
Formula 1 rankings prediction by Neural Networks
Machine Learning Applications Poster
Diana Silvia Patiño Polar, Yván Jesús Túpac Valdivia
Patiño Polar, D. S. et al. (2018). Formula 1 rankings prediction by Neural Networks [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Diana_Patino.pdf
Machine Learning in Legal Practice: Governance Models from Civil Discovery
FAT Poster
Fernando Alonso Delgado
Delgado, F. A. (2018). Machine Learning in Legal Practice: Governance Models from Civil Discovery [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Fernando_Delgado.pdf
Integration of Sensory Modalities for Advice in Human-Robot Scenarios
Robotics Poster
Francisco Cruz
Cruz, F. (2018). Integration of Sensory Modalities for Advice in Human-Robot Scenarios [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Francisco_Cruz_1.pdf
Internal Knowledge Representation On Trainer Agents By Using Interactive Reinforcement Learning
Robotics Poster
Francisco Cruz
Cruz, F. (2018). Internal Knowledge Representation On Trainer Agents By Using Interactive Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Francisco_Cruz_2.pdf
Conditionally Interpretable Super Learner
Machine Learning Methods Oral & Poster
Gilmer Valdes, Efstathios D Gennatas, Yannet Interian, Timothy D. Solberg, Mark Van der Laan
Interian, Y. et al. (2018). Conditionally Interpretable Super Learner [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Yannet_Interian.pdf
Non Synergistic VAE
Machine Learning Applications Oral & Poster
Gonzalo Barrientos, Cristina Calnegru
Barrientos, G. (2018). Non Synergistic VAE [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Gonzalo_Barrientos.pdf
ChaLearn AutoML Challenges
Machine Learning Methods Poster
Hugo Jair Escalante Balderas, Jorge G. Madrid, Eduardo Morales
Escalante Bandera, H. J. et al. (2018). ChaLearn AutoML Challenges [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Hugo_Escalante.pdf
Time Series Segmentation through Automatic Feature Learning
Machine Learning Applications Poster
Jorge Ortiz
Ortiz, J. (2018). Time Series Segmentation through Automatic Feature Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Jorge_Ortiz.pdf
Towards AutoML in the presence of Drift
Machine Learning Methods Oral & Poster
Jorge Gustavo Madrid Perez, Hugo Jair Escalante, Eduardo Morales
Madrid Perez, J. G. et al. (2018). Towards AutoML in the presence of Drift [Oral & Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Oral_Jorge_Madrid.pdf
Essence-Based Clustering: A Multi-Strategic andHighly-Customizable Clustering Approach
Knowledge Representation and Reasoning Poster
Kevin Christian Rodríguez-Siu, Dennis Barrios-Aranibar, Raquel E. Patiño-Escarcina
Rodríguez-Siu, K. C. et al. (2018). Essence-Based Clustering: A Multi-Strategic andHighly-Customizable Clustering Approach [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Kevin_Rodriguez-Siu.pdf
Information Theoretic Generative Modeling
Machine Learning Methods Poster
Luis A. Lastras
Lastras, L. A. (2018). Information Theoretic Generative Modeling [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Luis_Lastras.pdf
A Hierarchical Layered Graph Approach for Multi-Label Segmentation in 2D Medical Images
Vision Poster
Leissi Margarita Castaneda Leon
Castaneda Leon, L. M. (2018). A Hierarchical Layered Graph Approach for Multi-Label Segmentation in 2D Medical Images [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Leissi_Castaneda.pdf
Towards Quantifying Sampling Bias in Network Inference
FAT Poster
Lisette Elizabeth Espín Noboa, Claudia Wagner, Fariba Karimi, Kristina Lerman
Espín Noboa, L. E. et al. (2018). Towards Quantifying Sampling Bias in Network Inference [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Lisette_Espin.pdf
System to Monitor Vehicles in Apartment’s Garage by Small Autonomous Car using Deep Learning and Beacons
Machine Learning Applications Poster
Leonardo Cayo Leon Vera, Felipe Moreno Vera, Renato Castro Cruz, Jose Navio Torres, Marco Capcha Mansilla
Leon Vera, L. C. et al. (2018). System to Monitor Vehicles in Apartment’s Garage by Small Autonomous Car using Deep Learning and Beacons [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Leonardo_Leon.pdf
Predicting Future User Activities with Constrained Non-Linear Models
Machine Learning Methods Poster
Mariano Phielipp, Branislav Kveton
Phielipp, M. et al. (2018). Predicting Future User Activities with Constrained Non-Linear Models [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Mariano_Phielipp.pdf
A Novel Post-Editing Algorithm to Optimize Amharic Speech Recognition for Speech Translation
Natural Language Processing Poster
Michael Melese Woldeyohannis, Million Meshesha
Melese Woldeyohannis, M. et al. (2018). A Novel Post-Editing Algorithm to Optimize Amharic Speech Recognition for Speech Translation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Michael_Melese.pdf
Image Retrieval with Mixed Initiative and Multimodal Feedback
Vision Poster
Nils Murrugarra-Llerena, Adriana Kovashka
Murrugarra-Llerena, N. et al. (2018). Image Retrieval with Mixed Initiative and Multimodal Feedback [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Nils_Murrugarra.pdf
Learning a Non-linear Mapping for Low-resource Bilingual Lexicon Extraction
Natural Language Processing Poster
José Luis Olivares Castillo, Ximena Gutiérrez-Vasques
Olivares Castillo, J. L. et al. (2018). Learning a Non-linear Mapping for Low-resource Bilingual Lexicon Extraction [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Jose_Olivares.pdf
Skill Reuse in Partially Observable Multiagent Environments
Robotics Poster
Pablo Francisco Hernandez Leal, Bilal Kartal, Matthew E. Taylor Edmonton
Hernandez Leal, P. F. et al. (2018). Skill Reuse in Partially Observable Multiagent Environments [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Pablo_Hernandez.pdf
Automatic Textual Patent Similarity from the Search Report at the European Patent Office
Machine Learning Applications Poster
Pablo Fonseca, Isaac Yrigoyen, Jacques Wainer
Fonseca, P. et al. (2018). Automatic Textual Patent Similarity from the Search Report at the European Patent Office [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Pablo_Fonseca.pdf
Exploring Transfer Learning for Self-driving Car Dataset
Machine Learning Applications Poster
Paula Kintschev Santana de Moraes
Santana de Moraes, P. K. (2018). Exploring Transfer Learning for Self-driving Car Dataset [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Paula_Santa.pdf
Monte Carlo Methods on High Dimensional Data
Machine Learning Methods Poster
Rel Guzman Apaza
Guzman Apaza, R. (2018). Monte Carlo Methods on High Dimensional Data [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Rel_Guzman.pdf
A State Transition Model for Mobile Notifications via Survival Analysis
Machine Learning Applications Poster
Romer Rosales, Yiping Yuan, Jing Zhang, Shaunak Chatterjee, Shipeng Yu
Rosales, R. (2018). A State Transition Model for Mobile Notifications via Survival Analysis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Romer_Rosales_1.pdf
Models for Content Creation and Active Communities
Machine Learning Applications Poster
Romer Rosales, Iris Tu, Shaunak Chatterjee
Rosales, R. (2018). Models for Content Creation and Active Communities [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Romer_Rosales_2.pdf
Multiple Instance Learning With Monte Carlo Sampling for Histological Image Classification
Machine Learning Applications Poster
Verónica Vilaplana, Marc Combalia
Vilaplana, V. et al. (2018). Multiple Instance Learning With Monte Carlo Sampling for Histological Image Classification [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Veronica_Vilaplana.pdf
A Set of Tools to Build Complex Continuous Control Tasks for Deep Reinforcement Learning
Robotics Poster
Wilbert Santos Pumacay Huallpa
Pumacay Huallpa, W. S. (2018). A Set of Tools to Build Complex Continuous Control Tasks for Deep Reinforcement Learning [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Wilbert_Pumacay.pdf
REDI: A Linked Data-powered Research Networking Platform
Machine Learning Applications Poster
Xavier Sumba, José Segarra, José Ortiz, Boris Villazón-Terrazas, Mauricio Espinoza, and Víctor Saquicela
Sumba, X. et al. (2018). REDI: A Linked Data-powered Research Networking Platform [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Xavier_Sumba.pdf
Low-resource Bilingual Lexicon Extraction Using Graph Based Word Embeddings
Natural Language Processing Poster
Ximena Gutierrez-Vasques, Victor Mijangos
Gutierrez-Vasques, X. et al. (2018). Low-resource Bilingual Lexicon Extraction Using Graph Based Word Embeddings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. https://research.latinxinai.org/papers/neurips/2018/pdf/Poster_Ximena_GutierrezVasquez.pdf
Joint Analysis of Clinical Records and Genetic Data Using CP Tensor Decomposition
Machine Learning Applications Poster
Diana Mabel Diaz Herrera, Alex Kotov, Aliccia Bollig-Fischer
Diaz Herrera, D. M. et al. (2018). Joint Analysis of Clinical Records and Genetic Data Using CP Tensor Decomposition [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
Neurosign: Experiments on Neural Gloss Translation
Natural Language Processing Poster
Héctor Ricardo Murrieta Bello, Iván Vladimir Meza Ruiz
Murrieta Bello, H. R. et al. (2018). Neurosign: Experiments on Neural Gloss Translation [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
The Machine Learning role in High Energy Physics
Machine Learning Methods Poster
Javier Andrés Orduz Ducuara
Orduz Ducuara, J. A. (2018). The Machine Learning role in High Energy Physics [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
Exploring Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis
Natural Language Processing Poster
Jose Eduardo Ochoa Luna, Disreali Ari
Ochoa Luna, J. E. et al. (2018). Exploring Word Embeddings and Deep Learning for Spanish Twitter Sentiment Analysis [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
Air pollution exposure influence in leukaemia subtype classification
Machine Learning Applications Poster
Karol Baca-Lopez, Cristóbal Fresno, Miguel Ángel Camacho-López, Miriam Verónica Flores-Merino, Jesús Espinal-Enríquez, Juan Manuel Mejía-Aranguré, Enrique Hernández-Lemus
Baca-Lopez, K. et al. (2018). Air pollution exposure influence in leukaemia subtype classification [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
Meta-Screener: A new meta-learning algorithm to learn quickly of few-shot samples
Machine Learning Methods Poster
Marcell Llerena Paricahua, Efraín Tito Mayhua Lopez, José Eduardo Ochoa Luna
Llerena Paricahua, M. et al. (2018). Meta-Screener: A new meta-learning algorithm to learn quickly of few-shot samples [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --
Unsupervised Feature Learning Applied to Wind Turbine Drivetrain Bearings
Machine Learning Applications Poster
Sergio Martin del Campo Barraza, Fredrik Sandin, Daniel Strömbergsson
Del Campo Barraza, S. M. et al. (2018). Unsupervised Feature Learning Applied to Wind Turbine Drivetrain Bearings [Poster Presentation]. Neural Information Processing Systems Conference: LatinX in AI (LXAI) Research Workshop 2018, Montreal, Canada. --

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